OpenSLA
Open Sensor-Language-Action (SLA) Models
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2004 other launches read as similar to this one →
Details
- External ID
- 1408271168
- Source
- GITHUB
- Company
- —
- Product
- OpenSLA
- Website domain
- github.io
- Launched
- Oct. 7, 2026
- Cohort
- —
- Upvotes
- 37
- Upvotes percentile
- 0.64
- Tags
- healthcare-ai, multimodal-large-language-models, sensor, sensor-action, sensor-language-action, sensor-language-model, time-series, time-series-analysis
Enrichment
- Niche
- robot learning frameworks
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- open sensor-language-action models for robotics
- Manually corrected
- False
Could you build this?
No OpenSLA is an academic multi-modal AI research project unifying physiological sensor time-series (ECG, Resp, CGM) with language models to predict medical clinical actions, requiring specialized clinical datasets, model architectures, and deep ML research.
What it would actually take: Building OpenSLA requires assembling large-scale multimodal clinical time-series datasets (such as MIMIC-IV, continuous glucose monitoring, and ICU telemetry) aligned with EHR action logs. The architecture involves custom continuous time-series encoder backbones (e.g., 1D CNNs or Transformer patches) projected into the token embedding space of a large language model fine-tuned for causal reasoning and multi-task action prediction. This necessitates extensive compute clusters, specialized biomedical signal processing expertise, and healthcare data governance.
Competitors
Other products that read as similar to this one — 2004 launches clear the similarity bar, closest 8 shown.
Attention rank: #702 of 2005 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 342 days after the earliest competitor.
- alpha-s · github · 2026-09-17 · 16 upvotes · similarity 0.60
- ActionPiece · github · 2026-09-12 · 13 upvotes · similarity 0.58
- pega-omni · github · 2026-09-23 · 27 upvotes · similarity 0.56
- Speko: OpenRouter for Voice · yc · 2026-07-29 · 14 upvotes · similarity 0.55
- PAMI-Code · github · 2026-09-29 · 15 upvotes · similarity 0.53
- grava · github · 2026-09-11 · 12 upvotes · similarity 0.52
- oido · github · 2026-09-30 · 85 upvotes · similarity 0.52
- OpenMCP · hn · 2026-09-22 · 9 upvotes · similarity 0.51
Other launches for this product
- No other launches for this product.